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A Novel Test for Independence Derived from an Exact Distribution of ith Nearest Neighbours

Dependence measures and tests for independence have recently attracted a lot of attention, because they are the cornerstone of algorithms for network inference in probabilistic graphical models. Pearson's product moment correlation coefficient is still by far the most widely used statistic yet...

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Bibliografische gegevens
Hoofdauteurs: Dümcke, Sebastian, Mansmann, Ulrich, Tresch, Achim
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Public Library of Science 2014
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4183502/
https://ncbi.nlm.nih.gov/pubmed/25275469
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0107955
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